What is Exponential Moving Average ?

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An exponential moving average (EMA) is a type of moving average (MA) that places a greater weight and significance on the most recent data points. The exponential moving average is also referred to as the exponentially weighted moving average. An exponentially weighted moving average reacts more significantly to recent price changes than a simple moving average simple moving average (SMA), which applies an equal weight to all observations in the period.

Definition

The Exponential Moving Average (EMA) is a type of moving average (MA) that assigns greater weight and significance to the most recent data points. Unlike the Simple Moving Average (SMA), the EMA reacts more significantly to recent price changes, making it widely used in technical analysis.

Origin

The concept of the Exponential Moving Average originated in the mid-20th century. With the advancement of computer technology, EMA became an important tool in technical analysis. Its algorithm is based on the exponential weighted average method, which was initially used in statistics and signal processing.

Categories and Features

The main feature of the EMA is its higher weighting of the most recent data points, allowing it to reflect market price changes more quickly. EMAs can be calculated over different time periods, such as 12-day or 26-day, and are suitable for both short-term and long-term trend analysis. The advantage is its quick response to price changes, but the downside is its potential sensitivity to short-term fluctuations.

Case Studies

In the analysis of Apple Inc.'s stock, investors often use 12-day and 26-day EMAs to identify buy and sell signals. When the 12-day EMA crosses above the 26-day EMA, it is typically considered a buy signal; conversely, it is a sell signal. Another example is Tesla, Inc., where the stock price is highly volatile, and using EMA can help investors capture trend changes more quickly.

Common Issues

Common issues investors face when using EMA include its sensitivity to short-term fluctuations, leading to frequent trading. Additionally, EMA may give false signals during sideways markets. Therefore, investors should use it in conjunction with other technical indicators for comprehensive analysis.

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A liquidity trap is an adverse economic situation that can occur when consumers and investors hoard cash rather than spending or investing it even when interest rates are low, stymying efforts by economic policymakers to stimulate economic growth.The term was first used by economist John Maynard Keynes, who defined a liquidity trap as a condition that can occur when interest rates fall so low that most people prefer to let cash sit rather than put money into bonds and other debt instruments. The effect, Keynes said, is to leave monetary policymakers powerless to stimulate growth by increasing the money supply or lowering the interest rate further.A liquidity trap may develop when consumers and investors keep their cash in checking and savings accounts because they believe interest rates will soon rise. That would make bond prices fall, and make them a less attractive option.Since Keynes' day, the term has been used more broadly to describe a condition of slow economic growth caused by widespread cash hoarding due to concern about a negative event that may be coming.

Liquidity Trap

A liquidity trap is an adverse economic situation that can occur when consumers and investors hoard cash rather than spending or investing it even when interest rates are low, stymying efforts by economic policymakers to stimulate economic growth.The term was first used by economist John Maynard Keynes, who defined a liquidity trap as a condition that can occur when interest rates fall so low that most people prefer to let cash sit rather than put money into bonds and other debt instruments. The effect, Keynes said, is to leave monetary policymakers powerless to stimulate growth by increasing the money supply or lowering the interest rate further.A liquidity trap may develop when consumers and investors keep their cash in checking and savings accounts because they believe interest rates will soon rise. That would make bond prices fall, and make them a less attractive option.Since Keynes' day, the term has been used more broadly to describe a condition of slow economic growth caused by widespread cash hoarding due to concern about a negative event that may be coming.

Liquidity Crisis

A liquidity crisis is a financial situation characterized by a lack of cash or easily-convertible-to-cash assets on hand across many businesses or financial institutions simultaneously.In a liquidity crisis, liquidity problems at individual institutions lead to an acute increase in demand and decrease in supply of liquidity, and the resulting lack of available liquidity can lead to widespread defaults and even bankruptcies.

Liquidity Crisis

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Liquidity Event

A liquidity event is an acquisition, merger, initial public offering (IPO), or other action that allows founders and early investors in a company to cash out some or all of their ownership shares.A liquidity event is considered an exit strategy for an illiquid investment or equity with little or no market to trade on. Founders of a firm push toward a liquidity event, and investors like venture capital (VC) firms, angel investors, or private equity firms expect one within a reasonable amount of time after initially investing capital.

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Liquid Alternatives

Liquid alternative investments (or liquid alts) are mutual funds or exchange-traded funds (ETFs) that aim to provide investors with diversification and downside protection through exposure to alternative investment strategies. These products' selling point is that they are liquid, meaning that they can be bought and sold daily, unlike traditional alternatives which offer monthly or quarterly liquidity. They come with lower minimum investments than the typical hedge fund, and investors don't have to pass net-worth or income requirements to invest. Critics argue that the liquidity of so-called liquid alts will not hold up in more trying market conditions; most of the capital invested in liquid alts has entered the market during the post-financial crisis bull market. Critics also contend that the fees for liquid alternatives are too high. For proponents, though, liquid alts are a valuable innovation because they make the strategies employed by hedge funds accessible to retail investors.

Zero-Coupon Convertible

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Zero-Coupon Convertible

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Zero-Investment Portfolio

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Zero-Investment Portfolio

A zero-investment portfolio is a collection of investments that has a net value of zero when the portfolio is assembled, and therefore requires an investor to take no equity stake in the portfolio. For instance, an investor may short sell $1,000 worth of stocks in one set of companies, and use the proceeds to purchase $1,000 in stock in another set of companies.